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2020 – today
- 2023
[i7]Nicolò Botteghi, Federico Califano, Mannes Poel, Christoph Brune:
Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models. CoRR abs/2306.15512 (2023)- 2022
- [j22]Deepika Verma, Duncan Jansen, Kerstin Bach
, Mannes Poel, Paul Jarle Mork, Wendy Oude Nijeweme d'Hollosy:
Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes. BMC Medical Informatics Decis. Mak. 22(1): 227 (2022) - [j21]Robert V. Schulte, Erik C. Prinsen, Jaap H. Buurke, Mannes Poel:
Adaptive Lower Limb Pattern Recognition for Multi-Day Control. Sensors 22(17): 6351 (2022) - [i6]Nicolò Botteghi, Mannes Poel, Christoph Brune:
Unsupervised Representation Learning in Deep Reinforcement Learning: A Review. CoRR abs/2208.14226 (2022) - 2021
- [j20]Luciënne A. de With, Nattapong Thammasan, Mannes Poel:
Detecting Fear of Heights Response to a Virtual Reality Environment Using Functional Near-Infrared Spectroscopy. Frontiers Comput. Sci. 3: 652550 (2021) - [j19]Max W. J. Slutter, Nattapong Thammasan, Mannes Poel:
Exploring the Brain Activity Related to Missing Penalty Kicks: An fNIRS Study. Frontiers Comput. Sci. 3: 661466 (2021) - [j18]Kemilly Dearo Garcia, Cláudio Rebelo de Sá, Mannes Poel, Tiago Carvalho, João Mendes-Moreira, João M. P. Cardoso, André C. P. L. F. de Carvalho, Joost N. Kok:
An ensemble of autonomous auto-encoders for human activity recognition. Neurocomputing 439: 271-280 (2021) - [c63]Nicolò Botteghi, Khaled Alaa, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli:
Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces. IROS 2021: 190-197 - [c62]Nicolò Botteghi, Luuk Grefte, Mannes Poel, Beril Sirmaçek, Christoph Brune, Edwin Dertien, Stefano Stramigioli:
Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning. RiTA 2021: 259-271 - [i5]Nicolò Botteghi, Khaled Alaa, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli:
Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces. CoRR abs/2107.01667 (2021) - [i4]Nicolò Botteghi, Mannes Poel, Beril Sirmaçek, Christoph Brune:
Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics. CoRR abs/2107.01677 (2021) - [i3]Nicolò Botteghi, Luuk Grefte, Mannes Poel, Beril Sirmaçek, Christoph Brune, Edwin Dertien, Stefano Stramigioli:
Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning. CoRR abs/2107.03685 (2021) - 2020
- [c61]Wendy Oude Nijeweme d'Hollosy, Lex van Velsen, Mannes Poel, Catharina G. M. Groothuis-Oudshoorn, Remko Soer, Patrick Stegeman, Hermie Hermens:
Applying Machine Learning on Patient-Reported Data to Model the Selection of Appropriate Treatments for Low Back Pain: A Pilot Study. HEALTHINF 2020: 117-124 - [c60]Nicolò Botteghi, Ruben Obbink, Daan Geijs, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli:
Low Dimensional State Representation Learning with Reward-shaped Priors. ICPR 2020: 3736-3743 - [i2]Nicolò Botteghi, Beril Sirmaçek, Khaled A. A. Mustafa, Mannes Poel, Stefano Stramigioli:
On Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach. CoRR abs/2002.04109 (2020) - [i1]Nicolò Botteghi, Ruben Obbink, Daan Geijs, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli:
Low Dimensional State Representation Learning with Reward-shaped Priors. CoRR abs/2007.16044 (2020)
2010 – 2019
- 2019
- [j17]Frank J. Wouda, Matteo Giuberti, Nina Rudigkeit, Bert-Jan F. van Beijnum, Mannes Poel, Peter H. Veltink:
Time Coherent Full-Body Poses Estimated Using Only Five Inertial Sensors: Deep versus Shallow Learning. Sensors 19(17): 3716 (2019) - [c59]Nattapong Thammasan, Ivo V. Stuldreher, Dagmar Wismeijer, Mannes Poel, Jan B. F. van Erp, Anne-Marie Brouwer:
A novel, simple and objective method to detect movement artefacts in electrodermal activity. ACII 2019: 1-7 - [c58]Kemilly Dearo Garcia, Mannes Poel, Joost N. Kok, André C. P. L. F. de Carvalho:
Online Clustering for Novelty Detection and Concept Drift in Data Streams. EPIA (2) 2019: 448-459 - [c57]Aashik Chandramohan, Mannes Poel, Bernd Meijerink, Geert Heijenk:
Machine Learning for Cooperative Driving in a Multi-Lane Highway Environment. Wireless Days 2019: 1-4 - 2018
- [j16]Wendy Oude Nijeweme d'Hollosy, Lex van Velsen, Mannes Poel, Catharina G. M. Groothuis-Oudshoorn, Remko Soer, Hermie Hermens:
Evaluation of three machine learning models for self-referral decision support on low back pain in primary care. Int. J. Medical Informatics 110: 31-41 (2018) - 2017
- [j15]Hayrettin Gürkök, Gido Hakvoort, Mannes Poel, Anton Nijholt:
Meeting the Expectations from Brain-Computer Interfaces. Comput. Entertain. 15(3): 5:1-5:10 (2017) - [j14]Merel M. Jung, Mannes Poel, Dennis Reidsma, Dirk K. J. Heylen:
A First Step toward the Automatic Understanding of Social Touch for Naturalistic Human-Robot Interaction. Frontiers ICT 4: 3 (2017) - [j13]Merel M. Jung, Mannes Poel, Ronald Poppe, Dirk K. J. Heylen:
Automatic recognition of touch gestures in the corpus of social touch. J. Multimodal User Interfaces 11(1): 81-96 (2017) - [c56]Mannes Poel:
Detecting Mislabeled Data Using Supervised Machine Learning Techniques. HCI (14) 2017: 571-581 - [c55]Inês Cruz, Carlos Moreira, Mannes Poel, Hugo Ferreira, Anton Nijholt:
Kessel Run - A Cooperative Multiplayer SSVEP BCI Game. INTETAIN 2017: 77-95 - 2016
- [j12]Guido van Capelleveen, Mannes Poel, Roland M. Müller, Dallas Thornton, Jos van Hillegersberg:
Outlier detection in healthcare fraud: A case study in the Medicaid dental domain. Int. J. Account. Inf. Syst. 21: 18-31 (2016) - [c54]Anton Nijholt, Mannes Poel:
Multi-Brain BCI: Characteristics and Social Interactions. HCI (13) 2016: 79-90 - [c53]Floor Sieverink, Saskia M. Kelders, Saskia Akkersdijk, Mannes Poel, Liseth Siemons, Lisette van Gemert-Pijnen:
Work in Progress: A Protocol for the Collection, Analysis, and Interpretation of Log Data from eHealth Technology. BCSS@PERSUASIVE 2016: 56-60 - 2015
- [j11]Femke Nijboer, Bram van de Laar, Steven Gerritsen, Anton Nijholt, Mannes Poel:
Usability of Three Electroencephalogram Headsets for Brain-Computer Interfaces: A Within Subject Comparison. Interact. Comput. 27(5): 500-511 (2015) - [c52]Merel M. Jung, Xi Laura Cang, Mannes Poel, Karon E. MacLean:
Touch Challenge '15: Recognizing Social Touch Gestures. ICMI 2015: 387-390 - 2014
- [c51]Mustafa Radha, Gary Garcia Molina, Mannes Poel, Giulio Tononi:
Comparison of feature and classifier algorithms for online automatic sleep staging based on a single EEG signal. EMBC 2014: 1876-1880 - [c50]Hayrettin Gürkök, Bram van de Laar, Danny Plass-Oude Bos, Mannes Poel, Anton Nijholt:
Players' Opinions on Control and Playability of a BCI Game. HCI (5) 2014: 549-560 - [c49]Dallas Thornton, Guido van Capelleveen, Mannes Poel, Jos van Hillegersberg, Roland M. Müller:
Outlier-based Health Insurance Fraud Detection for U.S. Medicaid Data. ICEIS (2) 2014: 684-694 - [c48]Siewart van Wingerden, Tobias J. Uebbing, Merel M. Jung, Mannes Poel:
A Neural Network Based Approach to Social Touch Classification. ERM4HCI@ICMI 2014: 7-12 - [c47]Merel M. Jung, Ronald Poppe, Mannes Poel, Dirk Heylen:
Touching the Void - Introducing CoST: Corpus of Social Touch. ICMI 2014: 120-127 - [c46]Danny Plass-Oude Bos, Bram van de Laar, Boris Reuderink, Mannes Poel, Anton Nijholt:
Perception and Manipulation of Game Control. INTETAIN 2014: 57-66 - 2013
- [j10]Hayrettin Gürkök, Anton Nijholt, Mannes Poel, Michel Obbink:
Evaluating a multi-player brain-computer interface game: Challenge versus co-experience. Entertain. Comput. 4(3): 195-203 (2013) - [j9]Boris Reuderink, Christian Mühl, Mannes Poel:
Valence, arousal and dominance in the EEG during game play. Int. J. Auton. Adapt. Commun. Syst. 6(1): 45-62 (2013) - [j8]Bram van de Laar, Hayrettin Gürkök, Danny Plass-Oude Bos, Mannes Poel, Anton Nijholt:
Experiencing BCI Control in a Popular Computer Game. IEEE Trans. Comput. Intell. AI Games 5(2): 176-184 (2013) - [j7]Bram van de Laar, Danny Plass-Oude Bos, Boris Reuderink, Mannes Poel, Anton Nijholt:
How Much Control Is Enough? Influence of Unreliable Input on User Experience. IEEE Trans. Cybern. 43(6): 1584-1592 (2013) - [c45]Anne-Marie Brouwer, Jan B. F. van Erp, Dirk Heylen, Ole Jensen, Mannes Poel:
Effortless Passive BCIs for Healthy Users. HCI (6) 2013: 615-622 - 2012
- [j6]Majid Bahrepour, Nirvana Meratnia, Mannes Poel, Zahra Taghikhaki, Paul J. M. Havinga:
Use of wireless sensor networks for distributed event detection in disaster management applications. Int. J. Space Based Situated Comput. 2(1): 58-69 (2012) - [c44]Hayrettin Gürkök, Anton Nijholt, Mannes Poel:
Brain-Computer Interface Games: Towards a Framework. ICEC 2012: 373-380 - [c43]Mannes Poel, Femke Nijboer, Egon L. van den Broek, Stephen H. Fairclough, Anton Nijholt:
Brain computer interfaces as intelligent sensors for enhancing human-computer interaction. ICMI 2012: 379-382 - [c42]Danny Plass-Oude Bos, Hayrettin Gürkök, Boris Reuderink, Mannes Poel:
Improving BCI performance after classification. ICMI 2012: 587-594 - 2011
- [c41]Hayrettin Gürkök, Gido Hakvoort, Mannes Poel, Anton Nijholt:
User expectations and experiences of a speech and thought controlled computer game. Advances in Computer Entertainment Technology 2011: 53 - [c40]Danny Plass-Oude Bos, Matthieu Duvinage, Oytun Oktay, Jaime Delgado Saa, Huseyin Guruler, Ayhan Istanbullu, Marijn van Vliet, Bram van de Laar, Mannes Poel, Linsey Roijendijk, Luca Tonin, Ali Bahramisharif, Boris Reuderink:
Looking around with your brain in a virtual world. CCMB 2011: 106-113 - [c39]Boris Reuderink, Jason Farquhar, Mannes Poel, Anton Nijholt:
A subject-independent brain-computer interface based on smoothed, second-order baselining. EMBC 2011: 4600-4604 - [c38]Hayrettin Gürkök, Gido Hakvoort, Mannes Poel:
Modality switching and performance in a thought and speech controlled computer game. ICMI 2011: 41-48 - [c37]Gido Hakvoort, Hayrettin Gürkök, Danny Plass-Oude Bos, Michel Obbink, Mannes Poel:
Measuring Immersion and Affect in a Brain-Computer Interface Game. INTERACT (1) 2011: 115-128 - [c36]Michel Obbink, Hayrettin Gürkök, Danny Plass-Oude Bos, Gido Hakvoort, Mannes Poel, Anton Nijholt:
Social Interaction in a Cooperative Brain-Computer Interface Game. INTETAIN 2011: 183-192 - [c35]Hayrettin Gürkök, Gido Hakvoort, Mannes Poel:
Evaluating User Experience in a Selection Based Brain-Computer Interface Game A Comparative Study. ICEC 2011: 77-88 - [c34]Danny Plass-Oude Bos, Mannes Poel, Anton Nijholt:
A Study in User-Centered Design and Evaluation of Mental Tasks for BCI. MMM (2) 2011: 122-134 - 2010
- [j5]Christian Mühl, Hayrettin Gürkök, Danny Plass-Oude Bos, Marieke E. Thurlings, Lasse Scherffig, Matthieu Duvinage, Alexandra A. Elbakyan, Sungwook Kang, Mannes Poel, Dirk Heylen:
Bacteria Hunt. J. Multimodal User Interfaces 4(1): 11-25 (2010) - [c33]Marijn van Vliet, Christian Mühl, Boris Reuderink, Mannes Poel:
Guessing What's on Your Mind: Using the N400 in Brain Computer Interfaces. Brain Informatics 2010: 180-191 - [c32]Danny Plass-Oude Bos, Boris Reuderink, Bram van de Laar, Hayrettin Gürkök, Christian Mühl, Mannes Poel, Dirk Heylen, Anton Nijholt:
Human-Computer Interaction for BCI Games: Usability and User Experience. CW 2010: 277-281 - [c31]Hayrettin Gürkök, Mannes Poel, Job Zwiers:
Classifying motor imagery in presence of speech. IJCNN 2010: 1-8 - [c30]Majid Bahrepour, Nirvana Meratnia, Mannes Poel, Zahra Taghikhaki, Paul J. M. Havinga:
Distributed Event Detection in Wireless Sensor Networks for Disaster Management. INCoS 2010: 507-512 - [p2]Danny Plass-Oude Bos, Boris Reuderink, Bram van de Laar, Hayrettin Gürkök, Christian Mühl, Mannes Poel, Anton Nijholt, Dirk Heylen:
Brain-Computer Interfacing and Games. Brain-Computer Interfaces 2010: 149-178 - [p1]Trung H. Bui, Job Zwiers, Mannes Poel, Anton Nijholt:
Affective Dialogue Management Using Factored POMDPs. Interactive Collaborative Information Systems 2010: 207-236
2000 – 2009
- 2009
- [j4]Mannes Poel, Dirk Heylen, Anton Nijholt, M. Meulemans, Albert J. N. van Breemen:
Gaze behaviour, believability, likability and the iCat. AI Soc. 24(1): 61-73 (2009) - [j3]Trung H. Bui, Mannes Poel, Anton Nijholt, Job Zwiers:
A tractable hybrid DDN-POMDP approach to affective dialogue modeling for probabilistic frame-based dialogue systems. Nat. Lang. Eng. 15(2): 273-307 (2009) - [c29]Hua Zhang, Duanduan Liu, Mannes Poel, Anton Nijholt:
Face Alignment Using Boosting and Evolutionary Search. ACCV (2) 2009: 110-119 - [c28]Boris Reuderink, Anton Nijholt, Mannes Poel:
Affective Pacman: A Frustrating Game for Brain-Computer Interface Experiments. INTETAIN 2009: 221-227 - 2008
- [c27]Ronald Poppe, Mannes Poel:
Body-Part Templates for Recovery of 2D Human Poses under Occlusion. AMDO 2008: 289-298 - [c26]Dirk Heylen, Mannes Poel, Anton Nijholt:
Using the iCat as Avatar in Remote Meetings. COST 2102 School (Vietri) 2008: 60-66 - [c25]Mannes Poel, Ronald Poppe, Anton Nijholt:
Meeting behavior detection in smart environments: Nonverbal cues that help to obtain natural interaction. FG 2008: 1-6 - [c24]Ronald Poppe, Mannes Poel:
Discriminative human action recognition using pairwise CSP classifiers. FG 2008: 1-6 - [c23]Boris Reuderink, Mannes Poel, Khiet P. Truong, Ronald Poppe, Maja Pantic:
Decision-Level Fusion for Audio-Visual Laughter Detection. MLMI 2008: 137-148 - 2007
- [c22]Dirk Heylen, Anton Nijholt, Mannes Poel:
Generating Nonverbal Signals for a Sensitive Artificial Listener. COST 2102 Workshop (Vietri) 2007: 264-274 - [c21]Mannes Poel, Luite Stegeman, Rieks op den Akker:
A Support Vector Machine Approach to Dutch Part-of-Speech Tagging. IDA 2007: 274-283 - 2006
- [j2]Mannes Poel, Taco Ekkel:
Analyzing Infant Cries Using a Committee of Neural Networks in Order to Detect Hypoxia Related Disorder. Int. J. Artif. Intell. Tools 15(3): 397-410 (2006) - [c20]Ronald Poppe, Mannes Poel:
Comparison of Silhouette Shape Descriptors for Example-based Human Pose Recovery. FGR 2006: 541-546 - [c19]Marc A. Al-Hames, Thomas Hain, Jan Cernocký, Sascha Schreiber, Mannes Poel, Ronald Müller, Sébastien Marcel, David A. van Leeuwen, Jean-Marc Odobez, Sileye O. Ba, Hervé Bourlard, Fabien Cardinaux, Daniel Gatica-Perez, Adam Janin, Petr Motlícek, Stephan Reiter, Steve Renals, Jeroen van Rest, Rutger Rienks, Gerhard Rigoll, Kevin Smith, Andrew H. C. Thean, Pavel Zemcík:
Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers. MLMI 2006: 24-35 - 2005
- [c18]Mannes Poel, Job Zwiers, Anton Nijholt, Rudy Jong, Edward Krooman:
Drawings as Input for Handheld Game Computers. INTETAIN 2005: 114-123 - [c17]Trung H. Bui, Job Zwiers, Anton Nijholt, Mannes Poel:
Generic Dialogue Modeling for Multi-application Dialogue Systems. MLMI 2005: 174-186 - [c16]Ronald Poppe, Dirk Heylen, Anton Nijholt, Mannes Poel:
Towards real-time Body Pose Estimation for Presenters in Meeting Environments. WSCG (Short Papers) 2005: 41-44 - 2003
- [c15]The Duy Bui, Mannes Poel, Dirk Heylen, Anton Nijholt:
Automatic Face Morphing for Transferring Facial Animation. Computer Graphics and Imaging 2003: 19-24 - [c14]Gertjan J. Burghouts, Dirk Heylen, Mannes Poel, Rieks op den Akker, Anton Nijholt:
An Action Selection Architecture for an Emotional Agent. FLAIRS 2003: 293-297 - [c13]The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijholt:
Exporting Vector Muscles for Facial Animation. Smart Graphics 2003: 251-260 - 2002
- [c12]The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijholt:
ParleE: An Adaptive Plan Based Event Appraisal Model of Emotions. KI 2002: 129-143 - 2001
- [b1]Willem P. de Roever, Frank S. de Boer, Ulrich Hannemann, Jozef Hooman, Yassine Lakhnech, Mannes Poel, Job Zwiers:
Concurrency Verification: Introduction to Compositional and Noncompositional Methods. Cambridge Tracts in Theoretical Computer Science 54, Cambridge University Press 2001, ISBN 0-521-80608-9 - [c11]The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijholt:
Generation of Facial Expressions from Emotion Using a Fuzzy Rule Based System. Australian Joint Conference on Artificial Intelligence 2001: 83-94 - 2000
- [c10]Willem P. de Roever, Frank S. de Boer, Ulrich Hannemann, Jozef Hooman, Yassine Lakhnech, Mannes Poel, Job Zwiers:
Basic Principles of a textbook on the compositional and noncompositional verification of concurrent programs. FBT 2000: 3-5
1990 – 1999
- 1999
- [j1]Wil Janssen, Mannes Poel, Job Zwiers:
The Compositional Approach to Sequential Consistency and Lazy Caching. Distributed Comput. 12(2-3): 105-127 (1999) - [c9]Michiel Visser, Mannes Poel, Anton Nijholt:
Classifying Visemes for Automatic Lipreading. TSD 1999: 349-352 - 1998
- [c8]Mannes Poel, Job Zwiers:
Synchronizing Clocked Transition Systems. FTRTFT 1998: 173-185 - 1995
- [c7]Frank R. Wiersma, Mannes Poel, Sandra M. Oudshoff:
The BB Neural Network Rule Extraction Method. SNN Symposium on Neural Networks 1995: 69-72 - [c6]David A. van Leeuwen, Peter Wittenburg, Mannes Poel:
Appropriate Context Association and Learning Parameters for Word Spotting with Partially Recurrent Neural Networks. SNN Symposium on Neural Networks 1995: 245-248 - 1994
- [c5]Wil Janssen, Mannes Poel, Qiwen Xu, Job Zwiers:
Layering of Real-Time Distributed Processes. FTRTFT 1994: 393-417 - 1993
- [c4]Maarten M. Fokkinga, Mannes Poel, Job Zwiers:
Modular Completeness for Communication Closed Layers. CONCUR 1993: 50-65 - 1992
- [c3]Mannes Poel, Job Zwiers:
Layering Techniques for Development of Parallel Systems. CAV 1992: 16-29 - [c2]Wil Janssen, Mannes Poel, Klaas Sikkel, Job Zwiers:
The Primordial Soup Algorithm: A Systematic Approach to the Specification of Parallel Parsers. COLING 1992: 373-379 - 1991
- [c1]Wil Janssen, Mannes Poel, Job Zwiers:
Action Systems and Action Refinement in the Development of Parallel Systems - An Algebraic Approach. CONCUR 1991: 298-316
Coauthor Index
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